Dataset info
| Number of variables | 33 |
|---|---|
| Number of observations | 183 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 47.3 KiB |
| Average record size in memory | 264.4 B |
Variables types
| Numeric | 16 |
|---|---|
| Categorical | 13 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 3 |
| Unsupported | 0 |
Warnings
engine-location has constant value "front" | Rejected |
engine_size_cc is highly correlated with engine-size (ρ = 0.9999999194) | Rejected |
highway-mpg is highly correlated with city-mpg (ρ = 0.9722686731) | Rejected |
symboling has 61 (33.3%) zeros | Zeros |
aspiration
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| std | |
|---|---|
| turbo |
| Value | Count | Frequency (%) | |
| std | 148 | 80.9% | |
| turbo | 35 | 19.1% |
| Max length | 5 |
|---|---|
| Mean length | 3.382513661 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
body-style
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| Other values (2) | 9 |
| Value | Count | Frequency (%) | |
| sedan | 89 | 48.6% | |
| hatchback | 61 | 33.3% | |
| wagon | 24 | 13.1% | |
| hardtop | 6 | 3.3% | |
| convertible | 3 | 1.6% |
| Max length | 11 |
|---|---|
| Mean length | 6.49726776 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
bore
Categorical
| Distinct count | 35 |
|---|---|
| Unique (%) | 19.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3.62 | 23 |
|---|---|
| 3.19 | 20 |
| 3.15 | 15 |
| Other values (32) |
| Value | Count | Frequency (%) | |
| 3.62 | 23 | 12.6% | |
| 3.19 | 20 | 10.9% | |
| 3.15 | 15 | 8.2% | |
| 2.97 | 12 | 6.6% | |
| 3.03 | 9 | 4.9% | |
| 3.27 | 7 | 3.8% | |
| 3.46 | 7 | 3.8% | |
| 3.31 | 7 | 3.8% | |
| 3.78 | 7 | 3.8% | |
| 2.91 | 7 | 3.8% | |
| Other values (25) | 69 | 37.7% |
| Max length | 4 |
|---|---|
| Mean length | 3.945355191 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
city-mpg
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.66666667 |
|---|---|
| Minimum | 14 |
| Maximum | 49 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 20.5 |
| Median | 25 |
| Q3 | 30.5 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 35 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.338729145 |
|---|---|
| Coef of variation | 0.2469634732 |
| Kurtosis | 0.8489393298 |
| Mean | 25.66666667 |
| MAD | 5.005464481 |
| Skewness | 0.6654487402 |
| Sum | 4697 |
| Variance | 40.17948718 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 31 | 28 | 15.3% | |
| 19 | 25 | 13.7% | |
| 24 | 19 | 10.4% | |
| 27 | 14 | 7.7% | |
| 26 | 12 | 6.6% | |
| 23 | 10 | 5.5% | |
| 30 | 8 | 4.4% | |
| 25 | 8 | 4.4% | |
| 28 | 7 | 3.8% | |
| 37 | 6 | 3.3% | |
| Other values (17) | 46 | 25.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 14 | 2 | 1.1% | |
| 15 | 2 | 1.1% | |
| 16 | 5 | 2.7% | |
| 17 | 6 | 3.3% | |
| 18 | 3 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49 | 1 | 0.5% | |
| 47 | 1 | 0.5% | |
| 45 | 1 | 0.5% | |
| 38 | 5 | 2.7% | |
| 37 | 6 | 3.3% |
compression-ratio
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 16.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.18535519 |
|---|---|
| Minimum | 7 |
| Maximum | 23 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.5 |
| Median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.86 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range | 0.9 |
Descriptive statistics
| Standard deviation | 4.078701684 |
|---|---|
| Coef of variation | 0.4004476631 |
| Kurtosis | 4.703658133 |
| Mean | 10.18535519 |
| MAD | 2.446756846 |
| Skewness | 2.516223308 |
| Sum | 1863.92 |
| Variance | 16.63580743 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 9 | 43 | 23.5% | |
| 9.4 | 22 | 12.0% | |
| 8.5 | 13 | 7.1% | |
| 9.3 | 11 | 6.0% | |
| 9.5 | 10 | 5.5% | |
| 8 | 7 | 3.8% | |
| 7 | 7 | 3.8% | |
| 8.7 | 7 | 3.8% | |
| 9.2 | 7 | 3.8% | |
| 8.6 | 5 | 2.7% | |
| Other values (20) | 51 | 27.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7 | 7 | 3.8% | |
| 7.5 | 5 | 2.7% | |
| 7.6 | 3 | 1.6% | |
| 7.7 | 2 | 1.1% | |
| 7.8 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23 | 5 | 2.7% | |
| 22.5 | 3 | 1.6% | |
| 22 | 1 | 0.5% | |
| 21.9 | 1 | 0.5% | |
| 21.5 | 4 | 2.2% |
curb-weight
Numeric
| Distinct count | 159 |
|---|---|
| Unique (%) | 86.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2542.054645 |
|---|---|
| Minimum | 1488 |
| Maximum | 4066 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1900.5 |
| Q1 | 2128 |
| Median | 2405 |
| Q3 | 2964.5 |
| 95-th percentile | 3494 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range | 836.5 |
Descriptive statistics
| Standard deviation | 518.0336101 |
|---|---|
| Coef of variation | 0.2037853951 |
| Kurtosis | -0.3204580528 |
| Mean | 2542.054645 |
| MAD | 434.1191436 |
| Skewness | 0.6107976053 |
| Sum | 465196 |
| Variance | 268358.8212 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 1918 | 3 | 1.6% | |
| 2275 | 3 | 1.6% | |
| 1989 | 3 | 1.6% | |
| 2385 | 3 | 1.6% | |
| 1967 | 2 | 1.1% | |
| 1876 | 2 | 1.1% | |
| 3230 | 2 | 1.1% | |
| 2414 | 2 | 1.1% | |
| 2403 | 2 | 1.1% | |
| 2395 | 2 | 1.1% | |
| Other values (149) | 159 | 86.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1488 | 1 | 0.5% | |
| 1713 | 1 | 0.5% | |
| 1819 | 1 | 0.5% | |
| 1837 | 1 | 0.5% | |
| 1874 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4066 | 1 | 0.5% | |
| 3900 | 1 | 0.5% | |
| 3770 | 1 | 0.5% | |
| 3750 | 1 | 0.5% | |
| 3740 | 1 | 0.5% |
df_index
Numeric
| Distinct count | 183 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 95.61748634 |
|---|---|
| Minimum | 0 |
| Maximum | 188 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.1 |
| Q1 | 50.5 |
| Median | 97 |
| Q3 | 142.5 |
| 95-th percentile | 178.9 |
| Maximum | 188 |
| Range | 188 |
| Interquartile range | 92 |
Descriptive statistics
| Standard deviation | 54.82024692 |
|---|---|
| Coef of variation | 0.5733286768 |
| Kurtosis | -1.181265305 |
| Mean | 95.61748634 |
| MAD | 47.14288274 |
| Skewness | -0.06221157874 |
| Sum | 17498 |
| Variance | 3005.259473 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 188 | 1 | 0.5% | |
| 73 | 1 | 0.5% | |
| 71 | 1 | 0.5% | |
| 70 | 1 | 0.5% | |
| 69 | 1 | 0.5% | |
| 68 | 1 | 0.5% | |
| 67 | 1 | 0.5% | |
| 66 | 1 | 0.5% | |
| 65 | 1 | 0.5% | |
| 64 | 1 | 0.5% | |
| Other values (173) | 173 | 94.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.5% | |
| 1 | 1 | 0.5% | |
| 2 | 1 | 0.5% | |
| 3 | 1 | 0.5% | |
| 4 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 188 | 1 | 0.5% | |
| 187 | 1 | 0.5% | |
| 186 | 1 | 0.5% | |
| 185 | 1 | 0.5% | |
| 184 | 1 | 0.5% |
drive-wheels
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Front Wheel Drive | |
|---|---|
| Rear Wheel Drive | |
| Four Wheel Drive | 9 |
| Value | Count | Frequency (%) | |
| Front Wheel Drive | 114 | 62.3% | |
| Rear Wheel Drive | 60 | 32.8% | |
| Four Wheel Drive | 9 | 4.9% |
| Max length | 17 |
|---|---|
| Mean length | 16.62295082 |
| Min length | 16 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
engine-location
Constant
This variable is constant and should be ignored for analysis
| Constant value | front |
|---|
engine-size
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 19.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 125.1967213 |
|---|---|
| Minimum | 61 |
| Maximum | 308 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97.5 |
| Median | 110 |
| Q3 | 141 |
| 95-th percentile | 183 |
| Maximum | 308 |
| Range | 247 |
| Interquartile range | 43.5 |
Descriptive statistics
| Standard deviation | 37.8268843 |
|---|---|
| Coef of variation | 0.3021395761 |
| Kurtosis | 5.54164588 |
| Mean | 125.1967213 |
| MAD | 27.79897877 |
| Skewness | 1.952670983 |
| Sum | 22911 |
| Variance | 1430.873176 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 92 | 15 | 8.2% | |
| 122 | 14 | 7.7% | |
| 97 | 14 | 7.7% | |
| 108 | 13 | 7.1% | |
| 98 | 13 | 7.1% | |
| 110 | 12 | 6.6% | |
| 90 | 10 | 5.5% | |
| 109 | 8 | 4.4% | |
| 120 | 7 | 3.8% | |
| 141 | 7 | 3.8% | |
| Other values (26) | 70 | 38.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 61 | 1 | 0.5% | |
| 79 | 1 | 0.5% | |
| 90 | 10 | 5.5% | |
| 91 | 5 | 2.7% | |
| 92 | 15 | 8.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 308 | 1 | 0.5% | |
| 304 | 1 | 0.5% | |
| 258 | 1 | 0.5% | |
| 234 | 2 | 1.1% | |
| 209 | 3 | 1.6% |
engine-type
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| ohc | |
|---|---|
| ohcf | 12 |
| l | 12 |
| Other values (2) | 20 |
| Value | Count | Frequency (%) | |
| ohc | 139 | 76.0% | |
| ohcf | 12 | 6.6% | |
| l | 12 | 6.6% | |
| ohcv | 11 | 6.0% | |
| dohc | 9 | 4.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.043715847 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
engine_size_cc
Highly correlated
This variable is highly correlated with engine-size and should be ignored for analysis
| Correlation | 0.9999999194 |
|---|
fuel-system
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| mpfi | 80 | 43.7% | |
| 2bbl | 63 | 34.4% | |
| idi | 19 | 10.4% | |
| 1bbl | 11 | 6.0% | |
| spdi | 9 | 4.9% | |
| mfi | 1 | 0.5% |
| Max length | 4 |
|---|---|
| Mean length | 3.890710383 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
fuel-type
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| gas | |
|---|---|
| diesel | 19 |
| Value | Count | Frequency (%) | |
| gas | 164 | 89.6% | |
| diesel | 19 | 10.4% |
| Max length | 6 |
|---|---|
| Mean length | 3.31147541 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
height
Numeric
| Distinct count | 42 |
|---|---|
| Unique (%) | 23.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.00983607 |
|---|---|
| Minimum | 49.4 |
| Maximum | 59.8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 49.4 |
|---|---|
| 5-th percentile | 50.2 |
| Q1 | 52.5 |
| Median | 54.3 |
| Q3 | 55.7 |
| 95-th percentile | 58.22 |
| Maximum | 59.8 |
| Range | 10.4 |
| Interquartile range | 3.2 |
Descriptive statistics
| Standard deviation | 2.328634811 |
|---|---|
| Coef of variation | 0.0431150135 |
| Kurtosis | -0.4156336048 |
| Mean | 54.00983607 |
| MAD | 1.888488758 |
| Skewness | 0.09152327201 |
| Sum | 9883.8 |
| Variance | 5.422540083 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 50.8 | 14 | 7.7% | |
| 55.7 | 12 | 6.6% | |
| 52 | 10 | 5.5% | |
| 54.5 | 10 | 5.5% | |
| 54.1 | 10 | 5.5% | |
| 55.5 | 8 | 4.4% | |
| 56.7 | 8 | 4.4% | |
| 54.3 | 8 | 4.4% | |
| 56.1 | 7 | 3.8% | |
| 52.6 | 7 | 3.8% | |
| Other values (32) | 89 | 48.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 49.4 | 2 | 1.1% | |
| 49.7 | 3 | 1.6% | |
| 50.2 | 6 | 3.3% | |
| 50.6 | 4 | 2.2% | |
| 50.8 | 14 | 7.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59.8 | 2 | 1.1% | |
| 59.1 | 3 | 1.6% | |
| 58.7 | 4 | 2.2% | |
| 58.3 | 1 | 0.5% | |
| 57.5 | 3 | 1.6% |
highway-mpg
Highly correlated
This variable is highly correlated with city-mpg and should be ignored for analysis
| Correlation | 0.9722686731 |
|---|
horsepower
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 27.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 100.295082 |
|---|---|
| Minimum | 48 |
| Maximum | 200 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| Median | 94 |
| Q3 | 116 |
| 95-th percentile | 161 |
| Maximum | 200 |
| Range | 152 |
| Interquartile range | 46 |
Descriptive statistics
| Standard deviation | 33.71308038 |
|---|---|
| Coef of variation | 0.3361389185 |
| Kurtosis | -0.06221605724 |
| Mean | 100.295082 |
| MAD | 27.2817343 |
| Skewness | 0.8416057659 |
| Sum | 18354 |
| Variance | 1136.571789 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 68 | 19 | 10.4% | |
| 69 | 10 | 5.5% | |
| 116 | 9 | 4.9% | |
| 70 | 9 | 4.9% | |
| 110 | 8 | 4.4% | |
| 95 | 7 | 3.8% | |
| 62 | 6 | 3.3% | |
| 114 | 6 | 3.3% | |
| 88 | 6 | 3.3% | |
| 160 | 6 | 3.3% | |
| Other values (41) | 97 | 53.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 48 | 1 | 0.5% | |
| 52 | 2 | 1.1% | |
| 55 | 1 | 0.5% | |
| 56 | 2 | 1.1% | |
| 58 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 200 | 1 | 0.5% | |
| 184 | 2 | 1.1% | |
| 182 | 3 | 1.6% | |
| 176 | 1 | 0.5% | |
| 162 | 2 | 1.1% |
is_risky
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 97 | 53.0% | |
| 0 | 86 | 47.0% |
length
Numeric
| Distinct count | 67 |
|---|---|
| Unique (%) | 36.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 174.2879781 |
|---|---|
| Minimum | 141.1 |
| Maximum | 208.1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.3 |
| Median | 173.4 |
| Q3 | 184.6 |
| 95-th percentile | 196.68 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range | 18.3 |
Descriptive statistics
| Standard deviation | 12.57495189 |
|---|---|
| Coef of variation | 0.07215042614 |
| Kurtosis | -0.1611727775 |
| Mean | 174.2879781 |
| MAD | 9.833157156 |
| Skewness | 0.09422315587 |
| Sum | 31894.7 |
| Variance | 158.1294151 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 157.3 | 14 | 7.7% | |
| 188.8 | 11 | 6.0% | |
| 166.3 | 7 | 3.8% | |
| 171.7 | 7 | 3.8% | |
| 186.7 | 7 | 3.8% | |
| 165.3 | 6 | 3.3% | |
| 186.6 | 6 | 3.3% | |
| 176.2 | 6 | 3.3% | |
| 172 | 5 | 2.7% | |
| 177.8 | 5 | 2.7% | |
| Other values (57) | 109 | 59.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 141.1 | 1 | 0.5% | |
| 144.6 | 2 | 1.1% | |
| 150 | 3 | 1.6% | |
| 155.9 | 1 | 0.5% | |
| 156.9 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 208.1 | 1 | 0.5% | |
| 202.6 | 2 | 1.1% | |
| 199.6 | 1 | 0.5% | |
| 199.2 | 1 | 0.5% | |
| 198.9 | 4 | 2.2% |
make
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | 9.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| toyota | |
|---|---|
| nissan | 18 |
| honda | 13 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| toyota | 32 | 17.5% | |
| nissan | 18 | 9.8% | |
| honda | 13 | 7.1% | |
| mitsubishi | 13 | 7.1% | |
| mazda | 12 | 6.6% | |
| subaru | 12 | 6.6% | |
| volkswagen | 12 | 6.6% | |
| volvo | 11 | 6.0% | |
| peugot | 11 | 6.0% | |
| mercedes-benz | 8 | 4.4% | |
| Other values (8) | 41 | 22.4% |
| Max length | 13 |
|---|---|
| Mean length | 6.469945355 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
normalized-losses
Numeric
| Distinct count | 57 |
|---|---|
| Unique (%) | 31.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 124.2744462 |
|---|---|
| Minimum | 65 |
| Maximum | 256 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 74.3 |
| Q1 | 95 |
| Median | 119 |
| Q3 | 153 |
| 95-th percentile | 190 |
| Maximum | 256 |
| Range | 191 |
| Interquartile range | 58 |
Descriptive statistics
| Standard deviation | 35.71800928 |
|---|---|
| Coef of variation | 0.2874123391 |
| Kurtosis | 0.1979293045 |
| Mean | 124.2744462 |
| MAD | 29.42780659 |
| Skewness | 0.6695204163 |
| Sum | 22742.22366 |
| Variance | 1275.776187 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 161 | 18 | 9.8% | |
| 91 | 8 | 4.4% | |
| 104 | 6 | 3.3% | |
| 134 | 6 | 3.3% | |
| 128 | 6 | 3.3% | |
| 168 | 5 | 2.7% | |
| 95 | 5 | 2.7% | |
| 103 | 5 | 2.7% | |
| 74 | 5 | 2.7% | |
| 94 | 5 | 2.7% | |
| Other values (47) | 114 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 65 | 5 | 2.7% | |
| 74 | 5 | 2.7% | |
| 77 | 1 | 0.5% | |
| 78 | 1 | 0.5% | |
| 81 | 2 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 256 | 1 | 0.5% | |
| 231 | 1 | 0.5% | |
| 197 | 2 | 1.1% | |
| 194 | 2 | 1.1% | |
| 192 | 2 | 1.1% |
num-of-cylinders
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| four | |
|---|---|
| six | 19 |
| five | 11 |
| Other values (2) | 5 |
| Value | Count | Frequency (%) | |
| four | 148 | 80.9% | |
| six | 19 | 10.4% | |
| five | 11 | 6.0% | |
| eight | 4 | 2.2% | |
| three | 1 | 0.5% |
| Max length | 5 |
|---|---|
| Mean length | 3.923497268 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
num-of-doors
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| four | |
|---|---|
| two |
| Value | Count | Frequency (%) | |
| four | 110 | 60.1% | |
| two | 73 | 39.9% |
| Max length | 4 |
|---|---|
| Mean length | 3.601092896 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
num_cylinders
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.349726776 |
|---|---|
| Minimum | 3 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| Median | 4 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.8439099424 |
|---|---|
| Coef of variation | 0.1940144717 |
| Kurtosis | 6.562659592 |
| Mean | 4.349726776 |
| MAD | 0.5804293947 |
| Skewness | 2.534246041 |
| Sum | 796 |
| Variance | 0.7121839909 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 4 | 148 | 80.9% | |
| 6 | 19 | 10.4% | |
| 5 | 11 | 6.0% | |
| 8 | 4 | 2.2% | |
| 3 | 1 | 0.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.5% | |
| 4 | 148 | 80.9% | |
| 5 | 11 | 6.0% | |
| 6 | 19 | 10.4% | |
| 8 | 4 | 2.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 4 | 2.2% | |
| 6 | 19 | 10.4% | |
| 5 | 11 | 6.0% | |
| 4 | 148 | 80.9% | |
| 3 | 1 | 0.5% |
num_doors
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 4 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 4 | 110 | 60.1% | |
| 2 | 73 | 39.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
peak-rpm
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 10.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5095.628415 |
|---|---|
| Minimum | 4150 |
| Maximum | 6600 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4205 |
| Q1 | 4800 |
| Median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 5800 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range | 700 |
Descriptive statistics
| Standard deviation | 469.6357177 |
|---|---|
| Coef of variation | 0.09216443575 |
| Kurtosis | 0.2563262062 |
| Mean | 5095.628415 |
| MAD | 377.8106244 |
| Skewness | 0.05350848166 |
| Sum | 932500 |
| Variance | 220557.7073 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 5500 | 36 | 19.7% | |
| 4800 | 35 | 19.1% | |
| 5200 | 23 | 12.6% | |
| 5000 | 21 | 11.5% | |
| 5400 | 11 | 6.0% | |
| 5800 | 7 | 3.8% | |
| 4500 | 7 | 3.8% | |
| 5250 | 7 | 3.8% | |
| 6000 | 5 | 2.7% | |
| 4200 | 5 | 2.7% | |
| Other values (10) | 26 | 14.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4150 | 5 | 2.7% | |
| 4200 | 5 | 2.7% | |
| 4250 | 3 | 1.6% | |
| 4350 | 4 | 2.2% | |
| 4400 | 3 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6600 | 2 | 1.1% | |
| 6000 | 5 | 2.7% | |
| 5800 | 7 | 3.8% | |
| 5600 | 1 | 0.5% | |
| 5500 | 36 | 19.7% |
power_to_weight_ratio
Numeric
| Distinct count | 169 |
|---|---|
| Unique (%) | 92.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.03893982207 |
|---|---|
| Minimum | 0.01993569132 |
| Maximum | 0.06371455878 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.01993569132 |
|---|---|
| 5-th percentile | 0.02726053794 |
| Q1 | 0.03413947164 |
| Median | 0.03747534517 |
| Q3 | 0.0437035008 |
| 95-th percentile | 0.05237675056 |
| Maximum | 0.06371455878 |
| Range | 0.04377886746 |
| Interquartile range | 0.009564029163 |
Descriptive statistics
| Standard deviation | 0.007718777712 |
|---|---|
| Coef of variation | 0.1982232404 |
| Kurtosis | -0.0146425438 |
| Mean | 0.03893982207 |
| MAD | 0.006155543089 |
| Skewness | 0.4356655741 |
| Sum | 7.125987438 |
| Variance | 5.957952937e-05 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 0.03418803419 | 3 | 1.6% | |
| 0.04793233083 | 2 | 1.1% | |
| 0.03485477178 | 2 | 1.1% | |
| 0.03811101906 | 2 | 1.1% | |
| 0.0354535975 | 2 | 1.1% | |
| 0.03471400394 | 2 | 1.1% | |
| 0.03624733475 | 2 | 1.1% | |
| 0.03522012579 | 2 | 1.1% | |
| 0.04827299209 | 2 | 1.1% | |
| 0.02461538462 | 2 | 1.1% | |
| Other values (159) | 162 | 88.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.01993569132 | 1 | 0.5% | |
| 0.02296819788 | 1 | 0.5% | |
| 0.02299867315 | 1 | 0.5% | |
| 0.02461538462 | 2 | 1.1% | |
| 0.02636680884 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.06371455878 | 1 | 0.5% | |
| 0.05698005698 | 1 | 0.5% | |
| 0.05634674923 | 1 | 0.5% | |
| 0.05619950825 | 1 | 0.5% | |
| 0.05409946237 | 1 | 0.5% |
price
Numeric
| Distinct count | 169 |
|---|---|
| Unique (%) | 92.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12709.85883 |
|---|---|
| Minimum | 5118 |
| Maximum | 45400 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6104.4 |
| Q1 | 7649 |
| Median | 9988 |
| Q3 | 16214 |
| 95-th percentile | 28240.8 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range | 8565 |
Descriptive statistics
| Standard deviation | 7438.115517 |
|---|---|
| Coef of variation | 0.5852240858 |
| Kurtosis | 4.29150755 |
| Mean | 12709.85883 |
| MAD | 5493.299531 |
| Skewness | 1.925296147 |
| Sum | 2325904.167 |
| Variance | 55325562.44 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 13499 | 2 | 1.1% | |
| 6692 | 2 | 1.1% | |
| 7957 | 2 | 1.1% | |
| 7775 | 2 | 1.1% | |
| 6229 | 2 | 1.1% | |
| 8845 | 2 | 1.1% | |
| 7609 | 2 | 1.1% | |
| 8495 | 2 | 1.1% | |
| 7295 | 2 | 1.1% | |
| 7898 | 2 | 1.1% | |
| Other values (159) | 163 | 89.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5118 | 1 | 0.5% | |
| 5151 | 1 | 0.5% | |
| 5195 | 1 | 0.5% | |
| 5348 | 1 | 0.5% | |
| 5389 | 1 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 45400 | 1 | 0.5% | |
| 41315 | 1 | 0.5% | |
| 40960 | 1 | 0.5% | |
| 36880 | 1 | 0.5% | |
| 35056 | 1 | 0.5% |
risky_or_safe
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| risky | |
|---|---|
| safe |
| Value | Count | Frequency (%) | |
| risky | 97 | 53.0% | |
| safe | 86 | 47.0% |
| Max length | 5 |
|---|---|
| Mean length | 4.530054645 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
stroke
Categorical
| Distinct count | 32 |
|---|---|
| Unique (%) | 17.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3.4 | 20 |
|---|---|
| 3.03 | 14 |
| 3.15 | 14 |
| Other values (29) |
| Value | Count | Frequency (%) | |
| 3.4 | 20 | 10.9% | |
| 3.03 | 14 | 7.7% | |
| 3.15 | 14 | 7.7% | |
| 3.23 | 12 | 6.6% | |
| 2.64 | 11 | 6.0% | |
| 3.39 | 11 | 6.0% | |
| 3.29 | 9 | 4.9% | |
| 3.35 | 9 | 4.9% | |
| 3.46 | 8 | 4.4% | |
| 3.58 | 6 | 3.3% | |
| Other values (22) | 69 | 37.7% |
| Max length | 4 |
|---|---|
| Mean length | 3.830601093 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
symboling
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.737704918 |
|---|---|
| Minimum | -2 |
| Maximum | 3 |
| Zeros (%) | 33.3% |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.20759919 |
|---|---|
| Coef of variation | 1.63696779 |
| Kurtosis | -0.5531873422 |
| Mean | 0.737704918 |
| MAD | 0.9993729284 |
| Skewness | 0.2149784198 |
| Sum | 135 |
| Variance | 1.458295803 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 61 | 33.3% | |
| 1 | 49 | 26.8% | |
| 2 | 30 | 16.4% | |
| -1 | 22 | 12.0% | |
| 3 | 18 | 9.8% | |
| -2 | 3 | 1.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2 | 3 | 1.6% | |
| -1 | 22 | 12.0% | |
| 0 | 61 | 33.3% | |
| 1 | 49 | 26.8% | |
| 2 | 30 | 16.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3 | 18 | 9.8% | |
| 2 | 30 | 16.4% | |
| 1 | 49 | 26.8% | |
| 0 | 61 | 33.3% | |
| -1 | 22 | 12.0% |
wheel-base
Numeric
| Distinct count | 45 |
|---|---|
| Unique (%) | 24.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 99.14535519 |
|---|---|
| Minimum | 86.6 |
| Maximum | 120.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93.1 |
| Q1 | 94.5 |
| Median | 97.2 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range | 7.9 |
Descriptive statistics
| Standard deviation | 5.979825768 |
|---|---|
| Coef of variation | 0.06031372581 |
| Kurtosis | 0.9507601121 |
| Mean | 99.14535519 |
| MAD | 4.686906148 |
| Skewness | 1.062246634 |
| Sum | 18143.6 |
| Variance | 35.75831622 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 93.7 | 19 | 10.4% | |
| 94.5 | 18 | 9.8% | |
| 95.7 | 13 | 7.1% | |
| 96.5 | 8 | 4.4% | |
| 97.3 | 7 | 3.8% | |
| 96.3 | 6 | 3.3% | |
| 99.1 | 6 | 3.3% | |
| 107.9 | 6 | 3.3% | |
| 104.3 | 6 | 3.3% | |
| 100.4 | 6 | 3.3% | |
| Other values (35) | 88 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 86.6 | 2 | 1.1% | |
| 88.4 | 1 | 0.5% | |
| 91.3 | 2 | 1.1% | |
| 93 | 1 | 0.5% | |
| 93.1 | 5 | 2.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 120.9 | 1 | 0.5% | |
| 115.6 | 2 | 1.1% | |
| 114.2 | 4 | 2.2% | |
| 113 | 1 | 0.5% | |
| 112 | 1 | 0.5% |
width
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 19.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 65.90983607 |
|---|---|
| Minimum | 60.3 |
| Maximum | 72 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64 |
| Median | 65.5 |
| Q3 | 66.9 |
| 95-th percentile | 70.3 |
| Maximum | 72 |
| Range | 11.7 |
| Interquartile range | 2.9 |
Descriptive statistics
| Standard deviation | 2.116006885 |
|---|---|
| Coef of variation | 0.03210456908 |
| Kurtosis | 0.6218828726 |
| Mean | 65.90983607 |
| MAD | 1.673367374 |
| Skewness | 0.8741677478 |
| Sum | 12061.5 |
| Variance | 4.477485138 |
| Memory size | 1.5 KiB |
| Value | Count | Frequency (%) | |
| 63.8 | 23 | 12.6% | |
| 66.5 | 21 | 11.5% | |
| 65.4 | 15 | 8.2% | |
| 64.4 | 10 | 5.5% | |
| 68.4 | 10 | 5.5% | |
| 64 | 9 | 4.9% | |
| 63.6 | 9 | 4.9% | |
| 65.5 | 7 | 3.8% | |
| 65.6 | 6 | 3.3% | |
| 66.3 | 6 | 3.3% | |
| Other values (26) | 67 | 36.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 60.3 | 1 | 0.5% | |
| 62.5 | 1 | 0.5% | |
| 63.4 | 1 | 0.5% | |
| 63.6 | 9 | 4.9% | |
| 63.8 | 23 | 12.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72 | 1 | 0.5% | |
| 71.7 | 3 | 1.6% | |
| 71.4 | 3 | 1.6% | |
| 70.9 | 1 | 0.5% | |
| 70.5 | 1 | 0.5% |
First rows
| aspiration | body-style | bore | city-mpg | compression-ratio | curb-weight | df_index | drive-wheels | engine-location | engine-size | engine-type | engine_size_cc | fuel-system | fuel-type | height | highway-mpg | horsepower | is_risky | length | make | normalized-losses | num-of-cylinders | num-of-doors | num_cylinders | num_doors | peak-rpm | power_to_weight_ratio | price | risky_or_safe | stroke | symboling | wheel-base | width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | std | sedan | 3.19 | 24 | 10.0 | 2337 | 0 | Front Wheel Drive | front | 109 | ohc | 1786 | mpfi | gas | 54.3 | 30 | 102 | 1 | 176.6 | audi | 164.0 | four | four | 4 | 4 | 5500 | 0.043646 | 13950.000000 | risky | 3.4 | 2 | 99.8 | 66.2 |
| 1 | std | sedan | 3.19 | 18 | 8.0 | 2824 | 1 | Four Wheel Drive | front | 136 | ohc | 2228 | mpfi | gas | 54.3 | 22 | 115 | 1 | 176.6 | audi | 164.0 | five | four | 5 | 4 | 5500 | 0.040722 | 17450.000000 | risky | 3.4 | 2 | 99.4 | 66.4 |
| 2 | std | sedan | 3.19 | 19 | 8.5 | 2507 | 2 | Front Wheel Drive | front | 136 | ohc | 2228 | mpfi | gas | 53.1 | 25 | 110 | 1 | 177.3 | audi | 161.0 | five | two | 5 | 2 | 5500 | 0.043877 | 15250.000000 | risky | 3.4 | 2 | 99.8 | 66.3 |
| 3 | std | sedan | 3.19 | 19 | 8.5 | 2844 | 3 | Front Wheel Drive | front | 136 | ohc | 2228 | mpfi | gas | 55.7 | 25 | 110 | 1 | 192.7 | audi | 158.0 | five | four | 5 | 4 | 5500 | 0.038678 | 17710.000000 | risky | 3.4 | 1 | 105.8 | 71.4 |
| 4 | std | wagon | 3.19 | 19 | 8.5 | 2954 | 4 | Front Wheel Drive | front | 136 | ohc | 2228 | mpfi | gas | 55.7 | 25 | 110 | 1 | 192.7 | audi | 161.0 | five | four | 5 | 4 | 5500 | 0.037238 | 18920.000000 | risky | 3.4 | 1 | 105.8 | 71.4 |
| 5 | turbo | sedan | 3.13 | 17 | 8.3 | 3086 | 5 | Front Wheel Drive | front | 131 | ohc | 2146 | mpfi | gas | 55.9 | 20 | 140 | 1 | 192.7 | audi | 158.0 | five | four | 5 | 4 | 5500 | 0.045366 | 23875.000000 | risky | 3.4 | 1 | 105.8 | 71.4 |
| 6 | turbo | hatchback | 3.13 | 16 | 7.0 | 3053 | 6 | Four Wheel Drive | front | 131 | ohc | 2146 | mpfi | gas | 52.0 | 22 | 160 | 0 | 178.2 | audi | 161.0 | five | two | 5 | 2 | 5500 | 0.052407 | 17859.166667 | safe | 3.4 | 0 | 99.5 | 67.9 |
| 7 | std | sedan | 3.5 | 23 | 8.8 | 2395 | 7 | Rear Wheel Drive | front | 108 | ohc | 1769 | mpfi | gas | 54.3 | 29 | 101 | 1 | 176.8 | bmw | 192.0 | four | two | 4 | 2 | 5800 | 0.042171 | 16430.000000 | risky | 2.8 | 2 | 101.2 | 64.8 |
| 8 | std | sedan | 3.5 | 23 | 8.8 | 2395 | 8 | Rear Wheel Drive | front | 108 | ohc | 1769 | mpfi | gas | 54.3 | 29 | 101 | 0 | 176.8 | bmw | 192.0 | four | four | 4 | 4 | 5800 | 0.042171 | 16925.000000 | safe | 2.8 | 0 | 101.2 | 64.8 |
| 9 | std | sedan | 3.31 | 21 | 9.0 | 2710 | 9 | Rear Wheel Drive | front | 164 | ohc | 2687 | mpfi | gas | 54.3 | 28 | 121 | 0 | 176.8 | bmw | 188.0 | six | two | 6 | 2 | 4250 | 0.044649 | 20970.000000 | safe | 3.19 | 0 | 101.2 | 64.8 |
Last rows
| aspiration | body-style | bore | city-mpg | compression-ratio | curb-weight | df_index | drive-wheels | engine-location | engine-size | engine-type | engine_size_cc | fuel-system | fuel-type | height | highway-mpg | horsepower | is_risky | length | make | normalized-losses | num-of-cylinders | num-of-doors | num_cylinders | num_doors | peak-rpm | power_to_weight_ratio | price | risky_or_safe | stroke | symboling | wheel-base | width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 173 | std | wagon | 3.78 | 23 | 9.5 | 3034 | 179 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 57.5 | 28 | 114 | 0 | 188.8 | volvo | 74.0 | four | four | 4 | 4 | 5400 | 0.037574 | 13415.0 | safe | 3.15 | -1 | 104.3 | 67.2 |
| 174 | std | sedan | 3.78 | 24 | 9.5 | 2935 | 180 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 56.2 | 28 | 114 | 0 | 188.8 | volvo | 103.0 | four | four | 4 | 4 | 5400 | 0.038842 | 15985.0 | safe | 3.15 | -2 | 104.3 | 67.2 |
| 175 | std | wagon | 3.78 | 24 | 9.5 | 3042 | 181 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 57.5 | 28 | 114 | 0 | 188.8 | volvo | 74.0 | four | four | 4 | 4 | 5400 | 0.037475 | 16515.0 | safe | 3.15 | -1 | 104.3 | 67.2 |
| 176 | turbo | sedan | 3.62 | 17 | 7.5 | 3045 | 182 | Rear Wheel Drive | front | 130 | ohc | 2130 | mpfi | gas | 56.2 | 22 | 162 | 0 | 188.8 | volvo | 103.0 | four | four | 4 | 4 | 5100 | 0.053202 | 18420.0 | safe | 3.15 | -2 | 104.3 | 67.2 |
| 177 | turbo | wagon | 3.62 | 17 | 7.5 | 3157 | 183 | Rear Wheel Drive | front | 130 | ohc | 2130 | mpfi | gas | 57.5 | 22 | 162 | 0 | 188.8 | volvo | 74.0 | four | four | 4 | 4 | 5100 | 0.051315 | 18950.0 | safe | 3.15 | -1 | 104.3 | 67.2 |
| 178 | std | sedan | 3.78 | 23 | 9.5 | 2952 | 184 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 55.5 | 28 | 114 | 0 | 188.8 | volvo | 95.0 | four | four | 4 | 4 | 5400 | 0.038618 | 16845.0 | safe | 3.15 | -1 | 109.1 | 68.9 |
| 179 | turbo | sedan | 3.78 | 19 | 8.7 | 3049 | 185 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 55.5 | 25 | 160 | 0 | 188.8 | volvo | 95.0 | four | four | 4 | 4 | 5300 | 0.052476 | 19045.0 | safe | 3.15 | -1 | 109.1 | 68.8 |
| 180 | std | sedan | 3.58 | 18 | 8.8 | 3012 | 186 | Rear Wheel Drive | front | 173 | ohcv | 2834 | mpfi | gas | 55.5 | 23 | 134 | 0 | 188.8 | volvo | 95.0 | six | four | 6 | 4 | 5500 | 0.044489 | 21485.0 | safe | 2.87 | -1 | 109.1 | 68.9 |
| 181 | turbo | sedan | 3.01 | 26 | 23.0 | 3217 | 187 | Rear Wheel Drive | front | 145 | ohc | 2376 | idi | diesel | 55.5 | 27 | 106 | 0 | 188.8 | volvo | 95.0 | six | four | 6 | 4 | 4800 | 0.032950 | 22470.0 | safe | 3.4 | -1 | 109.1 | 68.9 |
| 182 | turbo | sedan | 3.78 | 19 | 9.5 | 3062 | 188 | Rear Wheel Drive | front | 141 | ohc | 2310 | mpfi | gas | 55.5 | 25 | 114 | 0 | 188.8 | volvo | 95.0 | four | four | 4 | 4 | 5400 | 0.037231 | 22625.0 | safe | 3.15 | -1 | 109.1 | 68.9 |